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In-Context Learning

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Showing 1026–1050 of 2297 papers

TitleStatusHype
On the ERM Principle in Meta-Learning—0
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing—0
Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training—0
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical DomainCode0
Can a Large Language Model Learn Matrix Functions In Context?Code0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set—0
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models—0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
Instant Policy: In-Context Imitation Learning via Graph Diffusion—0
LaVin-DiT: Large Vision Diffusion Transformer—0
ZeFaV: Boosting Large Language Models for Zero-shot Fact VerificationCode0
Re-examining learning linear functions in context—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question AnsweringCode0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context—0
IntentGPT: Few-shot Intent Discovery with Large Language Models—0
On the Privacy Risk of In-context Learning—0
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data—0
Does Prompt Formatting Have Any Impact on LLM Performance?—0
Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models—0
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams—0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data—0
Decision Feedback In-Context Symbol Detection over Block-Fading Channels—0
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